Abstract
Production costs of cellulosic biofuels can be lowered if cellulases are recovered and reused using particulate carriers that can be extracted after biomass hydrolysis. Such enzyme recovery was recently demonstrated using enzymogel nanoparticles with grafted polymer brushes loaded with cellulases. In this work, cellulase (NS50013) and β-glucosidase (Novozyme 188) were immobilized on enzymogels made of poly(acrylic acid) polymer brushes grafted to the surface of silica nanoparticles. Response surface methodology was used to model effects of pH and temperature on hydrolysis and recovery of free and attached enzymes. Hydrolysis yields using both enzymogels and free cellulase and β-glucosidase were highest at the maximum temperature tested, 50 °C. The optimal pH for cellulase enzymogels and free enzyme was 5.0 and 4.4, respectively, while both free β-glucosidase and enzymogels had an optimal pH near 4.4. Highest hydrolysis sugar concentrations with cellulase and β-glucosidase enzymogels were 69 and 53 % of those with free enzymes, respectively. Enzyme recovery using enzymogels decreased with increasing pH, but cellulase recovery remained greater than 88 % throughout the operating range of pH values less than 5.0 and was greater than 95 % at pH values below 4.3. Recovery of β-glucosidase enzymogels was not affected by temperature and had little impact on cellulase recovery.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12010-015-1633-z/MediaObjects/12010_2015_1633_Fig1_HTML.gif)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12010-015-1633-z/MediaObjects/12010_2015_1633_Fig2_HTML.gif)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12010-015-1633-z/MediaObjects/12010_2015_1633_Fig3_HTML.gif)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs12010-015-1633-z/MediaObjects/12010_2015_1633_Fig4_HTML.gif)
Similar content being viewed by others
Abbreviations
- PAA:
-
Poly(acrylic acid)
- IUPAC:
-
International Union of Pure and Applied Chemistry
- RSM:
-
Response surface methodology
- ANOVA:
-
Analysis of variance
- HPLC:
-
High-performance liquid chromatography
- DNS:
-
Dinitrosalicylic acid
- BSA:
-
Bovine serum albumin
References
Huber, G. W., Iborra, S., & Corma, A. (2006). Synthesis of transportation fuels from biomass: chemistry, catalysts, and engineering. Chemical Reviews, 106, 4044–4098.
García, V., Päkkilä, J., Ojamo, H., Muurinen, E., & Keiski, R. L. (2011). Challenges in biobutanol production: how to improve the efficiency? Renewable and Sustainable Energy Reviews, 15, 964–980.
Wyman, C. E. (1994). Ethanol from lignocellulosic biomass: technology, economics, and opportunities. Bioresource Technology, 50, 3–15.
Ikeda, Y., Parashar, A., & Bressler, D. (2014). Highly retained enzymatic activities of two different cellulases immobilized on non-porous and porous silica particles. Biotechnology and Bioprocess Engineering, 19, 621–628.
Liang, W., & Cao, X. (2012). Preparation of a pH-sensitive polyacrylate amphiphilic copolymer and its application in cellulase immobilization. Bioresource Technology, 116, 140–146.
Ungurean, M., Paul, C., & Peter, F. (2013). Cellulase immobilized by sol–gel entrapment for efficient hydrolysis of cellulose. Biotechnology and Bioprocess Engineering, 36, 1327–1338.
Bayramoglu, G., & Arica, M. Y. (2010). Reversible immobilization of catalase on fibrous polymer grafted and metal chelated chitosan membrane. Journal of Molecular Catalysis B: Enzymatic, 62, 297–304.
Brittain, W. J., & Minko, S. (2007). A structural definition of polymer brushes. Journal of Polymer Science Part A: Polymer Chemistry, 45, 3505–3512.
Wang, X., Xu, J., Li, L., Wu, S., Chen, Q., Lu, Y., Ballauff, M., & Guo, X. (2010). Synthesis of spherical polyelectrolyte brushes by thermo-controlled emulsion polymerization. Macromolecular Rapid Communications, 31, 1272–1275.
Kudina, O., Zakharchenko, A., Trotsenko, O., Tokarev, A., Ionov, L., Stoychev, G., Puretskiy, N., Pryor, S. W., Voronov, A., & Minko, S. (2014). Highly efficient phase boundary biocatalysis with enzymogel nanoparticles. Angewandte Chemie International Edition, 53, 483–487.
Czeslik, C., Jackler, G., Steitz, R., & von Grünberg, H.-H. (2004). Protein binding to like-charged polyelectrolyte brushes by counterion evaporation. The Journal of Physical Chemistry B, 108, 13395–13402.
Minko, S. (2006). Responsive polymer brushes. Journal of Macromolecular Science, 46, 397–420.
Miletić, N., Nastasović, A., & Loos, K. (2012). Immobilization of biocatalysts for enzymatic polymerizations: possibilities, advantages, applications. Bioresource Technology, 115, 126–135.
Sheldon, R. A. (2007). Enzyme immobilization: the quest for optimum performance. Advanced Synthesis & Catalysis, 349, 1289–1307.
Samaratunga, A., Kudina, O., Nahar, N., Zakharchenko, A., Minko, S., Voronov, A., & Pryor, S. W. (2015). Impact of enzyme loading on the efficacy and recovery of cellulolytic enzymes immobilized on enzymogel nanoparticles. Applied Biochemistry and Biotechnology, 175, 2872–2882.
Sun, Y., & Cheng, J. (2002). Hydrolysis of lignocellulosic materials for ethanol production: a review. Bioresource Technology, 83, 1–11.
de Souza, C. J. A., Costa, D. A., Rodrigues, M. Q. R. B., dos Santos, A. F., Lopes, M. R., Abrantes, A. B. P., dos Santos Costa, P., Silveira, W. B., Passos, F. M. L., & Fietto, L. G. (2012). The influence of presaccharification, fermentation temperature and yeast strain on ethanol production from sugarcane bagasse. Bioresource Technology, 109, 63–69.
López-Linares, J. C., Romero, I., Cara, C., Ruiz, E., Castro, E., & Moya, M. (2014). Experimental study on ethanol production from hydrothermal pretreated rapeseed straw by simultaneous saccharification and fermentation. Journal of Chemical Technology & Biotechnology, 89, 104–110.
Kumar, R., Singh, S., & Singh, O. (2008). Bioconversion of lignocellulosic biomass: biochemical and molecular perspectives. Journal of Industrial Microbiology & Biotechnology, 35, 377–391.
Singhania, R. R., Patel, A. K., Sukumaran, R. K., Larroche, C., & Pandey, A. (2013). Role and significance of beta-glucosidases in the hydrolysis of cellulose for bioethanol production. Bioresource Technology, 127, 500–507.
Jeng, W.-Y., Wang, N.-C., Lin, M.-H., Lin, C.-T., Liaw, Y.-C., Chang, W.-J., Liu, C.-I., Liang, P.-H., & Wang, A. H. J. (2011). Structural and functional analysis of three β-glucosidases from bacterium Clostridium cellulovorans, fungus Trichoderma reesei and termite Neotermes koshunensis. Journal of Structural Biology, 173, 46–56.
Van Dyk, J. S., & Pletschke, B. I. (2012). A review of lignocellulose bioconversion using enzymatic hydrolysis and synergistic cooperation between enzymes—factors affecting enzymes, conversion and synergy. Biotechnology Advances, 30, 1458–1480.
Ghose, T. K. (1987). Measurement of cellulase activities. Pure and Applied Chemistry, 59, 257–268.
Ionov, L., Houbenov, N., Sidorenko, A., Stamm, M., & Minko, S. (2009). Stimuli-responsive command polymer surface for generation of protein gradients. Biointerphases, 4, FA45–FA49.
Bradford, M. M. (1976). A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Analytical Biochemistry, 72, 248–254.
Zor, T., & Seliger, Z. (1996). Linearization of the Bradford protein assay increases its sensitivity: theoretical and experimental studies. Analytical Biochemistry, 236, 302–308.
Tu, M., Chandra, R. P., & Saddler, J. N. (2007). Evaluating the distribution of cellulases and the recycling of free cellulases during the hydrolysis of lignocellulosic substrates. Biotechnology Progress, 23, 398–406.
Tu, M., Zhang, X., Paice, M., MacFarlane, P., & Saddler, J. N. (2009). The potential of enzyme recycling during the hydrolysis of a mixed softwood feedstock. Bioresource Technology, 100, 6407–6415.
Jeya, M., Zhang, Y.-W., Kim, I.-W., & Lee, J.-K. (2009). Enhanced saccharification of alkali-treated rice straw by cellulase from Trametes hirsuta and statistical optimization of hydrolysis conditions by RSM. Bioresource Technology, 100, 5155–5161.
Balsan, G., Astolfi, V., Benazzi, T., Meireles, M. A. A., Maugeri, F., Di Luccio, M., Dal Pra, V., Mossi, A. J., Treichel, H., & Mazutti, M. A. (2012). Characterization of a commercial cellulase for hydrolysis of agroindustrial substrates. Bioprocess and Biosystems Engineering, 35, 1229–1237.
Ferreira, S., Duarte, A. P., Ribeiro, M. H. L., Queiroz, J. A., & Domingues, F. C. (2009). Response surface optimization of enzymatic hydrolysis of Cistus ladanifer and Cytisus striatus for bioethanol production. Biochemical Engineering Journal, 45, 192–200.
Ho, K. M., Mao, X., Gu, L., & Li, P. (2008). Facile route to enzyme immobilization: core-shell nanoenzyme particles consisting of well-defined poly (methyl methacrylate) cores and cellulase shells. Langmuir, 24, 11036–11042.
Zhou, J. (2010). Immobilization of cellulase on a reversibly soluble-insoluble support: properties and application. Journal of Agricultural and Food Chemistry, 58, 6741–6746.
Dwevedi, A., & Kayastha, A. M. (2009). Optimal immobilization of β-galactosidase from Pea (PsBGAL) onto Sephadex and chitosan beads using response surface methodology and its applications. Bioresource Technology, 100, 2667–2675.
Huang, X.-J., Chen, P.-C., Huang, F., Ou, Y., Chen, M.-R., & Xu, Z.-K. (2011). Immobilization of Candida rugosa lipase on electrospun cellulose nanofiber membrane. Journal of Molecular Catalysis B: Enzymatic, 70, 95–100.
Pal, A., & Khanum, F. (2011). Covalent immobilization of xylanase on glutaraldehyde activated alginate beads using response surface methodology: characterization of immobilized enzyme. Process Biochemisty, 46, 1315–1322.
Gregg, D. J., & Saddler, J. N. (1996). Factors affecting cellulose hydrolysis and the potential of enzyme recycle to enhance the efficiency of an integrated wood to ethanol process. Biotechnology and Bioengineering, 51, 375–383.
Figueira, J. D. A., Dias, F. F. G., Sato, H. H., & Fernandes, P. (2011). Screening of supports for the immobilization of β-glucosidase. Enzyme Research, 2011, 8.
Singh, R., Zhang, Y.-W., Nguyen, N.-P.-T., Jeya, M., & Lee, J.-K. (2011). Covalent immobilization of β-1,4-glucosidase from Agaricus arvensis onto functionalized silicon oxide nanoparticles. Applied Microbiology and Biotechnology, 89, 337–344.
Yan, J., Pan, G., Li, L., Quan, G., Ding, C., & Luo, A. (2010). Adsorption, immobilization, and activity of β-glucosidase on different soil colloids. Journal of Colloid and Interface Science, 348, 565–570.
Yang, Y.-S., Zhang, T., Yu, S.-C., Ding, Y., Zhang, L.-Y., Qiu, C., & **, D. (2011). Transformation of geniposide into genipin by immobilized β-glucosidase in a two-phase aqueous-organic system. Molecules, 16, 4295–4304.
Chen, T., Yang, W., Guo, Y., Yuan, R., Xu, L., & Yan, Y. (2014). Enhancing catalytic performance of β-glucosidase via immobilization on metal ions chelated magnetic nanoparticles. Enzyme and Microbial Technology, 63, 50–57.
Tan, I. S., & Lee, K. T. (2014). Immobilization of β-glucosidase from Aspergillus niger on κ-carrageenan hybrid matrix and its application on the production of reducing sugar from macroalgae cellulosic residue. Bioresource Technology, 184, 386–394.
Zhou, Y., Pan, S., Wu, T., Tang, X., & Wang, L. (2013). Optimal immobilization of β-glucosidase into chitosan beads using response surface methodology. Electronic Journal of Biotechnology, 16, 1–13.
Khan, S., Lindahl, S., Turner, C., & Karlsson, E. N. (2012). Immobilization of thermostable β-glucosidase variants on acrylic supports for biocatalytic processes in hot water. Journal of Molecular Catalysis B: Enzymatic, 80, 28–38.
Acknowledgments
Funding for this research was provided by the National Science Foundation (Arlington, VA) under grant numbers CBET 0966526 and CBET 0966574.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
ESM 1
(DOCX 16 kb)
Rights and permissions
About this article
Cite this article
Samaratunga, A., Kudina, O., Nahar, N. et al. Modeling the Effect of pH and Temperature for Cellulases Immobilized on Enzymogel Nanoparticles. Appl Biochem Biotechnol 176, 1114–1130 (2015). https://doi.org/10.1007/s12010-015-1633-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12010-015-1633-z